LEAP(4BD): Lightweight Evaluation and Architecture Prototyping for Big Data

reportActive / Technical Report | Accesssion Number: AD1127995 | Open PDF

Abstract:

The exponential growth of data in the last decade has fueled a new specialization for software engineeringbig data software systems. At the heart of bigdata systems is a collection of database technologies that are simpler and more lightweight, and provide higher scalability and availability than traditional relational databases. These highly scalable NoSQL databases are typically designed to scale horizontally across clusters of low-cost, moderate-performance servers. They achieve high performance, elastic storage capacity, and availability by replicating and partitioning data sets across a cluster. Each database specifies its own proprietary data model and query language, as well as database-specific mechanisms for achieving distributed data consistency and availability.

Author(s):
No Author(s) Identified
Author Organization(s):
CARNEGIE-MELLON UNIV PITTSBURGH PA
Funding Organization(s):
AIR FORCE LIFE CYCLE MANAGEMENT CENTER HANSCOM AFB MA, HANSCOM AFB , MA
Document Type:
Technical Report/Technical Note
Publication Date:
2014 Jan 01
Pagination:
2

Security Markings

DOCUMENT & CONTEXTUAL SUMMARY

Distribution Code:
A - Approved For Public Release
Distribution Statement: Public Release

RECORD

Collection: TRECMS
Subject Terms
Communities of Interest:
No COI(s) Identified
Descriptor(s):
big data, databases, engineering, software development, availability, data management, data sets, relational databases, scalability, software design, test and evaluation, websites, acquisition, consistency, department of defense, lightweight, engineers
Subject Categories:
Behavioral and Social Sciences; Mathematical and Computer Sciences
Creation Date:
2021 Apr 16
Update Date:
2021 Jun 09